About

Who am I??? ⚡

Data Scientist

My name is Vinay Kumar Panthagani having 3 years of Work experience. Being in a startup, as a Data Scientist, not only constrained to Data Mining, Model building, Machine Learning and Data Science Stuff but also worked on Back-end and Big Data. From developing APIs, building logics to handling millions of records using Python and Spark. I had my bachelor's degree in computer science and engineering with a specialization in Machine Learning from Lovely Professional University, Punjab and Certified Data Miner from the University of Michigan.

I love developing products on Automating Boring tasks. Which eventually reduces my time on those platforms. So I automated Instagram from Content Creation to Posting to the Instagram, and also Automated LinkedIn to fetch and email the Leads for sales and business and many more automation tools like Crypto trading bots, Intelligent bots, etc.

In Summary, I'm a Data Scientist, Programmer, Developer, Big Data Engineer, Backend Engineer, Social Media Automator, Lead Generator for sales or anything, and Algo Trader.

Skills

Machine Learning 70%
Python 80%
Deep Learning 80%
Exploratory Data Analysis 80%
MLOps (CI/CD, Docker, Kubernetes AWS) 80%
DataBases(MySql, MSSql) 70%
Big Data(PySpark) 60%
Version Control (GIT) 70%
Computer Vision(OpenCV & CNNs) 70%
Natural Language Processing & Understanding(NLTK, RNNs) 60%
Keras 90%
TensorFlow 60%
PyTorch 60%
Flask, RESTAPI Services 80%
Selenium 75%

Interests/Hobbies

Storyteller & Acting

Cinematography

Trading

Travelling


Languages

English, Hindi, Telugu

Resume

My Resume 💼

Education

B.Tech Computer Science Engineering - 7.1/10

July 2015 — May 2019

Lovely Professional University, Punjab India

Specialized in Machine Learning

Board of Intermediate/+2 - 87%

June 2013 — April 2015

Trinity Junior College, Karimnagar India

Studied Mathematics, Physics, and Chemistry as Core subjects.

Accolades

India's Biggest Jio’s AI theme hackathon organized by Techgig Rank 3 out of 6000+ entries

June 2019

Secured 3rd Prize in Py-a-thon Hackathon

April 2018

Projects

Crypto Derivatives Trading Bot (Volatility, EMA, Telegram, Binance)

June 2022

TA-Lib, REST APIs, Selenium, Artificial Intelligence

An Unique bot which operates by user messages through telegram, finds volatile coins in Binance, fetch coins from telegram signal channels, trades using EMA Strategy, and notifies the user through telegram, many more features to print more Fiat. Contact for Subscription.

Lead Generator Automation for Sales, Network, Business and anything

May 2022

NLP, NLU, Selenium, and Artificial Intelligence

Automated generating leads and writing Cold Emails to the fetched leads which are not present in any public space by code. Contact for Subscription.

Instagram Automation from Content Creation to Posting to Instagram

January 2022

NLP, NLU, Computer Vision, Selenium, and Artificial Intelligence

Automated #1 New Generation's Social Platform Instagram. It automatically creates the content and posts to Instagram according to the time set by us. Just we need to configure No. of Posts and its post timings. It will create the required content and post it. Contact for Subscription. Some of automated accounts: virtual_vinay, healthy_vedik, crypto_tweets.btc, bitcoinpricehourly, etc. Contact for Subscription.

Smart Parking Lot Management

June 2019

Computer Vision, Deep Learning, Flask

Traffic congestion caused by vehicle is an alarming problem at a global scale and it has been growing exponentially. Smart Parking systems typically obtain information about available parking spaces in a particular geographic area and process is real-time to place vehicles at available positions. This project did for the largest hackathon in the World i.e., Techgig Code Gladiators Our solution led us to get 3rd rank from 6000 teams.

Honey Encryption for Text using Deep Learning

March 2019

NLP, NLU, Deep Learning, HMM

It is a type of data encryption that produces a ciphertext, which, when decrypted with an incorrect key as guessed by the attacker. It produces the text which has the same intent to mislead the attacker

Find My Twins

January 2021

Computer Vision, Deep Learning, Flask

A CNN based project which find it’s similar images like image search. It can search from the Pool of images. Check the demo in Projects Tab.

Intent and Entity Classification for Voice Assistant and Resume Shortlisting

January 2019

NLP, NLU, Deep Learning, PyAudio, RASA NLU

This project has multiple purposes, It was used for Intent and Entity Classification in Voice Assistant for company’s product Apta I (Hey Apta, all flights from Boston to Washington. (Intent: Navigation, Entities: Flight, Boston, Washington)). And for Resume ranking, Scraping the Skills, Project Technologies and etc. as Entities and ranking the resume on some factors.

Other Projects

Face Recognition using FaceNet 2015 Paper, Custom Object Detection using YOLO and TensorlFlow Object Detection, Lecture Note making using Python

Professional Experience

Data Scientist

Febraury 2020 - May 2022

Algonox

Worked as Team member and often Team lead with fellow brilliant developers

  • Developed and deployed end to end Customer complaints classification and entity extraction model with the help of Email IMAP for receiving the complaints through email and NLU for classification and extraction.
  • Developed Inventory Management and Classified Inventory Products using Custom Object Detection to count and Multi Class Classification for Auto Scaling new products without annotating.
  • Deploy models in AWS(EC2) with the help of Flask, Docker.
  • Enhanced components feature performance in ACE(automation engine).
  • Worked on FinTech Project which contains Millions of records per day with Big Data(PySpark) for report generation.
  • Developed various reports calculations desired by client with PySpark.
  • Developed Custom reports templates framework for good looking reports with the help of Jinja Templating engine.

Machine Learning Engineer

October 2019 — January 2020

SpotFlock

  • End to End Machine Learning, From Data Collection to Deployment.
  • Worked on Sensitive Content and Fake Profile Photo Classification Models
  • Deploying the ML models with the help of Django
  • Gym Exercises trainer and evaluator using PoseNet and voice assistant, instructor using speech_recognition
  • REST API Services for App and Website Development with Django

Data Scientist Intern

January 2019 — May 2019

Aptagrim

  • Worked on Computer Vision and Natural Language Challenges
  • Develop Deep Learning models with Keras
  • Reading and Implementing Research Papers

Courses

    Certified Machine Learning Engineer from DataCamp

    DataCamp

    Certified Data Miner and Scraper from University of Michigan

    Coursera

Download Offline Version Resume

Download

Projects

Some of my projects demo videos 🔥

Bring Me to Now

Color me, It turns black and white pictures to Color using GANs.

Honey Encryption for Text using Deep Learnig

It is a type of data encryption that produces a ciphertext, which, when decrypted with an incorrect key as guessed by the attacker. It produces the text which has the same intent to mislead the attacker.

Eg. For any chat we will have a decryption key to reveal the message. Here in our case "vinay" is decryption key. So when attacker try to reveal the message when he hit and trial with any guessed key, it will show the same intention message like here weather is the intention, so it's shown weather related message.

Find My Twins

A CNN based project which is kind of a finding it’s similar images like image search. It can search from the Pool of images.

Insta Miner

In Demo Video, We Mined US Influencers who are having more than 5000 followers. Mined Influencers Info too.
Insta Miner features :
• It can scrape the location-based usernames (eg. London Influencers)
• Followers Count based (eg. If you want micro-influencers (1K-10K) or 1K -2K followers with certain numbers. Tool can get you the usernames with the follower count limits)
• Niche (If you want Travellers or Bloggers for your organization to promote your product, Tool can fetch the usernames)
• If you want end customers without any followers limit based on your location, the tool can fetch and share with you.
• We even have an Insta DM tool, Which will send the Direct Message to all the Mined usernames.
• If you're having Restaurant, You can use both tools to fetch usernames and direct message them with any offer promo codes to attract.

Insta Message Bot

It can send messages to any username. It also supports sending a message to multiple people i.e., usernames mentioned in the list.
Working on next futures scraping the target audience usernames. So that if your company related to Sports, It will send your offer message to sports field people, and many more features gonna come soon.

More Videos Upload soon

Extras

Recent Hackathon





Community

Programmer Thoughts🖌

Founder, Tech Speaker and Memer at Programmer Thoughts Community. Started this community, To increase the Tech education in local colleges & Bridging the gap between Industry and Academia.

A place where people can learn, share and collabarate.

"You will undestand clearly, when you trying to share what you learnt."

Some Glimpse of the recent Session.


Some memes :)

Follow Programmer Thoughts Twitter Profile Twitter Profile


Good at Decision Making

Not only Code, Trade too

I'm good at decision making, Made 10X Portfolio in Crypto in the span of 5 months. Now it's half, it's another story :P


Writer, Actor, Storyteller

Small Glimpse of my Graduation time video



Cinematographer | Stock Footage Seller




Tweets

Not only write the code, Often write the tweets too

Contact

Contact Me 📱

Social Profiles

Email Me

vinaykumarpns@gmail.com